The Language of Legal and Illegal Activity on the Darknet

This repository contains code and data for the following paper:

@inproceedings{choshen-etal-2019-language,
    title = "The Language of Legal and Illegal Activity on the {D}arknet",
    author = "Choshen, Leshem  and
      Eldad, Dan  and
      Hershcovich, Daniel  and
      Sulem, Elior  and
      Abend, Omri",
    booktitle = "Proceedings of the 57th Conference of the Association for Computational Linguistics",
    month = jul,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/P19-1419",
    pages = "4271--4279"
}

Contents

• csvs: Onion labels (e.g., legal/illegal) per website
• cyber: code to read and classify documents
• ebay: documents from eBay (product descriptions)
• ebay_clean: documents from eBay (product descriptions), after cleaning
• experiments: AllenNLP configuration files
• onion: documents from Onion (website text), classified by label
• onion_clean: documents from Onion, classified by label, after cleaning
• paper: source code for the paper